4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2025
DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
Weijieying Ren, Tianxiang Zhao, Lei Wang +2
Recent advances in Large Language Models (LLMs) have led to remarkable progresses in medical consultation. However, existing medical LLMs overlook the essential role of Electronic…
cs.CV2024
Gradient-Aware Logit Adjustment Loss for Long-tailed Classifier
Fan Zhang, Wei Qin, Weijieying Ren +3
In the real-world setting, data often follows a long-tailed distribution, where head classes contain significantly more training samples than tail classes. Consequently, models tra…
cs.LG2024★ 4 cited
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning
Weijieying Ren, Xinlong Li, Lei Wang +2
Existing research has shown that large language models (LLMs) exhibit remarkable performance in language understanding and generation. However, when LLMs are continuously fine-tune…